Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 367 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 68.9 KiB |
| Average record size in memory | 192.3 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 20 |
Date has a high cardinality: 366 distinct values | High cardinality |
Steps is highly correlated with Distance and 2 other fields | High correlation |
Distance is highly correlated with Steps and 2 other fields | High correlation |
Minutes Very Active is highly correlated with Steps and 2 other fields | High correlation |
MinutesOfSleep is highly correlated with MinutesOfBeingAwake and 4 other fields | High correlation |
MinutesOfBeingAwake is highly correlated with MinutesOfSleep and 4 other fields | High correlation |
NumberOfAwakings is highly correlated with MinutesOfSleep and 4 other fields | High correlation |
LengthOfRestInMinutes is highly correlated with MinutesOfSleep and 4 other fields | High correlation |
Distance_miles is highly correlated with Steps and 2 other fields | High correlation |
Days_encoded is highly correlated with Work_or_Weekend | High correlation |
Work_or_Weekend is highly correlated with Days_encoded | High correlation |
Hours Sleep is highly correlated with MinutesOfSleep and 4 other fields | High correlation |
Sleep efficiency is highly correlated with MinutesOfSleep and 4 other fields | High correlation |
Yesterday_sleep is highly correlated with Yesterday_sleep_efficiency | High correlation |
Yesterday_sleep_efficiency is highly correlated with Yesterday_sleep | High correlation |
Calorie burned is highly correlated with Steps and 3 other fields | High correlation |
Steps is highly correlated with Calorie burned and 3 other fields | High correlation |
Distance is highly correlated with Calorie burned and 3 other fields | High correlation |
Floors is highly correlated with Minutes Very Active | High correlation |
Minutes Very Active is highly correlated with Calorie burned and 4 other fields | High correlation |
MinutesOfSleep is highly correlated with MinutesOfBeingAwake and 3 other fields | High correlation |
MinutesOfBeingAwake is highly correlated with MinutesOfSleep and 3 other fields | High correlation |
NumberOfAwakings is highly correlated with MinutesOfSleep and 3 other fields | High correlation |
LengthOfRestInMinutes is highly correlated with MinutesOfSleep and 3 other fields | High correlation |
Distance_miles is highly correlated with Calorie burned and 3 other fields | High correlation |
Days_encoded is highly correlated with Work_or_Weekend | High correlation |
Work_or_Weekend is highly correlated with Days_encoded | High correlation |
Hours Sleep is highly correlated with MinutesOfSleep and 3 other fields | High correlation |
Calorie burned is highly correlated with Distance and 1 other fields | High correlation |
Steps is highly correlated with Distance and 1 other fields | High correlation |
Distance is highly correlated with Calorie burned and 3 other fields | High correlation |
Minutes Very Active is highly correlated with Distance and 1 other fields | High correlation |
MinutesOfSleep is highly correlated with MinutesOfBeingAwake and 3 other fields | High correlation |
MinutesOfBeingAwake is highly correlated with MinutesOfSleep and 3 other fields | High correlation |
NumberOfAwakings is highly correlated with MinutesOfSleep and 3 other fields | High correlation |
LengthOfRestInMinutes is highly correlated with MinutesOfSleep and 3 other fields | High correlation |
Distance_miles is highly correlated with Calorie burned and 3 other fields | High correlation |
Days_encoded is highly correlated with Work_or_Weekend | High correlation |
Work_or_Weekend is highly correlated with Days_encoded | High correlation |
Hours Sleep is highly correlated with MinutesOfSleep and 3 other fields | High correlation |
Work_or_Weekend is highly correlated with Days_encoded and 2 other fields | High correlation |
Hours Sleep is highly correlated with MinutesOfBeingAwake and 4 other fields | High correlation |
MinutesOfBeingAwake is highly correlated with Hours Sleep and 4 other fields | High correlation |
Minutes Fairly Active is highly correlated with Distance and 3 other fields | High correlation |
Months is highly correlated with Months_encoded | High correlation |
Steps is highly correlated with Distance and 5 other fields | High correlation |
Distance is highly correlated with Minutes Fairly Active and 7 other fields | High correlation |
MinutesOfSleep is highly correlated with Hours Sleep and 4 other fields | High correlation |
Yesterday_sleep_efficiency is highly correlated with Steps and 3 other fields | High correlation |
Minutes Sedentary is highly correlated with Minutes Fairly Active and 2 other fields | High correlation |
Activity Calories is highly correlated with Steps and 4 other fields | High correlation |
Days_encoded is highly correlated with Work_or_Weekend and 1 other fields | High correlation |
Distance_miles is highly correlated with Minutes Fairly Active and 7 other fields | High correlation |
LengthOfRestInMinutes is highly correlated with Hours Sleep and 4 other fields | High correlation |
Floors is highly correlated with Work_or_Weekend | High correlation |
Sleep efficiency is highly correlated with Hours Sleep and 4 other fields | High correlation |
Minutes Lightly Active is highly correlated with Distance and 4 other fields | High correlation |
Yesterday_sleep is highly correlated with Yesterday_sleep_efficiency | High correlation |
Days is highly correlated with Work_or_Weekend and 1 other fields | High correlation |
Calorie burned is highly correlated with Steps and 5 other fields | High correlation |
Minutes Very Active is highly correlated with Minutes Fairly Active and 3 other fields | High correlation |
Months_encoded is highly correlated with Months | High correlation |
NumberOfAwakings is highly correlated with Hours Sleep and 4 other fields | High correlation |
Work_or_Weekend is highly correlated with Days | High correlation |
Days is highly correlated with Work_or_Weekend | High correlation |
Date is uniformly distributed | Uniform |
Days is uniformly distributed | Uniform |
Months is uniformly distributed | Uniform |
Floors has 39 (10.6%) zeros | Zeros |
Minutes Lightly Active has 4 (1.1%) zeros | Zeros |
Minutes Fairly Active has 47 (12.8%) zeros | Zeros |
Minutes Very Active has 49 (13.4%) zeros | Zeros |
Activity Calories has 4 (1.1%) zeros | Zeros |
MinutesOfSleep has 57 (15.5%) zeros | Zeros |
MinutesOfBeingAwake has 58 (15.8%) zeros | Zeros |
NumberOfAwakings has 58 (15.8%) zeros | Zeros |
LengthOfRestInMinutes has 57 (15.5%) zeros | Zeros |
Days_encoded has 52 (14.2%) zeros | Zeros |
Hours Sleep has 57 (15.5%) zeros | Zeros |
Sleep efficiency has 57 (15.5%) zeros | Zeros |
Yesterday_sleep has 58 (15.8%) zeros | Zeros |
Yesterday_sleep_efficiency has 58 (15.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-06-01 16:12:58.224091 |
|---|---|
| Analysis finished | 2021-06-01 16:13:30.869415 |
| Duration | 32.65 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 366 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 2016-02-05 | 2 |
|---|---|
| 2015-09-19 | 1 |
| 2016-01-01 | 1 |
| 2016-03-09 | 1 |
| 2015-07-29 | 1 |
| Other values (361) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3670 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 365 ? |
|---|---|
| Unique (%) | 99.5% |
Sample
| 1st row | 2015-05-08 |
|---|---|
| 2nd row | 2015-05-09 |
| 3rd row | 2015-05-10 |
| 4th row | 2015-05-11 |
| 5th row | 2015-05-12 |
Common Values
| Value | Count | Frequency (%) |
| 2016-02-05 | 2 | 0.5% |
| 2015-09-19 | 1 | 0.3% |
| 2016-01-01 | 1 | 0.3% |
| 2016-03-09 | 1 | 0.3% |
| 2015-07-29 | 1 | 0.3% |
| 2015-10-06 | 1 | 0.3% |
| 2016-01-23 | 1 | 0.3% |
| 2016-04-21 | 1 | 0.3% |
| 2016-02-22 | 1 | 0.3% |
| 2015-05-10 | 1 | 0.3% |
| Other values (356) | 356 |
Length
| Value | Count | Frequency (%) |
| 2016-02-05 | 2 | 0.5% |
| 2015-09-19 | 1 | 0.3% |
| 2016-01-01 | 1 | 0.3% |
| 2016-03-09 | 1 | 0.3% |
| 2015-07-29 | 1 | 0.3% |
| 2015-10-06 | 1 | 0.3% |
| 2016-01-23 | 1 | 0.3% |
| 2016-04-21 | 1 | 0.3% |
| 2016-02-22 | 1 | 0.3% |
| 2015-05-10 | 1 | 0.3% |
| Other values (356) | 356 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 817 | |
| - | 734 | |
| 1 | 683 | |
| 2 | 584 | |
| 5 | 306 | 8.3% |
| 6 | 195 | 5.3% |
| 3 | 85 | 2.3% |
| 8 | 67 | 1.8% |
| 7 | 67 | 1.8% |
| 9 | 66 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2936 | |
| Dash Punctuation | 734 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 817 | |
| 1 | 683 | |
| 2 | 584 | |
| 5 | 306 | 10.4% |
| 6 | 195 | 6.6% |
| 3 | 85 | 2.9% |
| 8 | 67 | 2.3% |
| 7 | 67 | 2.3% |
| 9 | 66 | 2.2% |
| 4 | 66 | 2.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 734 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3670 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 817 | |
| - | 734 | |
| 1 | 683 | |
| 2 | 584 | |
| 5 | 306 | 8.3% |
| 6 | 195 | 5.3% |
| 3 | 85 | 2.3% |
| 8 | 67 | 1.8% |
| 7 | 67 | 1.8% |
| 9 | 66 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3670 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 817 | |
| - | 734 | |
| 1 | 683 | |
| 2 | 584 | |
| 5 | 306 | 8.3% |
| 6 | 195 | 5.3% |
| 3 | 85 | 2.3% |
| 8 | 67 | 1.8% |
| 7 | 67 | 1.8% |
| 9 | 66 | 1.8% |
| Distinct | 326 |
|---|---|
| Distinct (%) | 88.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2741.501362 |
| Minimum | 179 |
|---|---|
| Maximum | 4351 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 179 |
|---|---|
| 5-th percentile | 306.2 |
| Q1 | 2698 |
| median | 2974 |
| Q3 | 3233 |
| 95-th percentile | 3626.2 |
| Maximum | 4351 |
| Range | 4172 |
| Interquartile range (IQR) | 535 |
Descriptive statistics
| Standard deviation | 916.3070359 |
|---|---|
| Coefficient of variation (CV) | 0.3342354844 |
| Kurtosis | 2.592310691 |
| Mean | 2741.501362 |
| Median Absolute Deviation (MAD) | 267 |
| Skewness | -1.827296598 |
| Sum | 1006131 |
| Variance | 839618.584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 311 | 3 | 0.8% |
| 3352 | 3 | 0.8% |
| 309 | 3 | 0.8% |
| 3063 | 3 | 0.8% |
| 2931 | 3 | 0.8% |
| 3072 | 2 | 0.5% |
| 3135 | 2 | 0.5% |
| 2992 | 2 | 0.5% |
| 3168 | 2 | 0.5% |
| 2978 | 2 | 0.5% |
| Other values (316) | 342 |
| Value | Count | Frequency (%) |
| 179 | 2 | |
| 242 | 1 | |
| 246 | 1 | |
| 247 | 1 | |
| 259 | 1 | |
| 266 | 1 | |
| 274 | 1 | |
| 275 | 1 | |
| 276 | 1 | |
| 281 | 1 |
| Value | Count | Frequency (%) |
| 4351 | 1 | |
| 4197 | 1 | |
| 4112 | 1 | |
| 4083 | 1 | |
| 4061 | 1 | |
| 4012 | 1 | |
| 3899 | 1 | |
| 3801 | 1 | |
| 3796 | 1 | |
| 3792 | 1 |
| Distinct | 360 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10121.58856 |
| Minimum | 0 |
|---|---|
| Maximum | 26444 |
| Zeros | 3 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 811 |
| Q1 | 6730.5 |
| median | 10413 |
| Q3 | 13916.5 |
| 95-th percentile | 19067.8 |
| Maximum | 26444 |
| Range | 26444 |
| Interquartile range (IQR) | 7186 |
Descriptive statistics
| Standard deviation | 5594.836225 |
|---|---|
| Coefficient of variation (CV) | 0.5527626611 |
| Kurtosis | -0.3169350864 |
| Mean | 10121.58856 |
| Median Absolute Deviation (MAD) | 3642 |
| Skewness | 0.01604320548 |
| Sum | 3714623 |
| Variance | 31302192.38 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.8% |
| 10434 | 2 | 0.5% |
| 14577 | 2 | 0.5% |
| 17913 | 2 | 0.5% |
| 852 | 2 | 0.5% |
| 1065 | 2 | 0.5% |
| 8704 | 1 | 0.3% |
| 7107 | 1 | 0.3% |
| 17252 | 1 | 0.3% |
| 11618 | 1 | 0.3% |
| Other values (350) | 350 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 10 | 1 | 0.3% |
| 39 | 1 | 0.3% |
| 95 | 1 | 0.3% |
| 99 | 1 | 0.3% |
| 219 | 1 | 0.3% |
| 443 | 1 | 0.3% |
| 502 | 1 | 0.3% |
| 565 | 1 | 0.3% |
| 626 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 26444 | 1 | |
| 25571 | 1 | |
| 25385 | 1 | |
| 23313 | 1 | |
| 23286 | 1 | |
| 22238 | 1 | |
| 21913 | 1 | |
| 21479 | 1 | |
| 21383 | 1 | |
| 20269 | 1 |
| Distinct | 318 |
|---|---|
| Distinct (%) | 86.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.549128065 |
| Minimum | 0 |
|---|---|
| Maximum | 20.45 |
| Zeros | 3 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.824 |
| Q1 | 6.155 |
| median | 8.29 |
| Q3 | 10.56 |
| 95-th percentile | 14.698 |
| Maximum | 20.45 |
| Range | 20.45 |
| Interquartile range (IQR) | 4.405 |
Descriptive statistics
| Standard deviation | 3.409880661 |
|---|---|
| Coefficient of variation (CV) | 0.3988571273 |
| Kurtosis | 0.5017130549 |
| Mean | 8.549128065 |
| Median Absolute Deviation (MAD) | 2.19 |
| Skewness | 0.4250195875 |
| Sum | 3137.53 |
| Variance | 11.62728612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.45 | 4 | 1.1% |
| 8.66 | 4 | 1.1% |
| 0 | 3 | 0.8% |
| 9.23 | 3 | 0.8% |
| 2.87 | 2 | 0.5% |
| 4.83 | 2 | 0.5% |
| 6.03 | 2 | 0.5% |
| 5.98 | 2 | 0.5% |
| 13.66 | 2 | 0.5% |
| 14.84 | 2 | 0.5% |
| Other values (308) | 341 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.03 | 1 | 0.3% |
| 0.65 | 1 | 0.3% |
| 1.4 | 1 | 0.3% |
| 1.63 | 1 | 0.3% |
| 1.87 | 1 | 0.3% |
| 2.31 | 1 | 0.3% |
| 2.44 | 1 | 0.3% |
| 2.79 | 1 | 0.3% |
| 2.87 | 2 |
| Value | Count | Frequency (%) |
| 20.45 | 1 | |
| 19.65 | 1 | |
| 19.3 | 1 | |
| 17.84 | 1 | |
| 17.32 | 1 | |
| 16.69 | 1 | |
| 16.52 | 1 | |
| 16.4 | 1 | |
| 15.98 | 1 | |
| 15.51 | 1 |
| Distinct | 40 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.72479564 |
| Minimum | 0 |
|---|---|
| Maximum | 101 |
| Zeros | 39 |
| Zeros (%) | 10.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 26 |
| Maximum | 101 |
| Range | 101 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 10.33736979 |
|---|---|
| Coefficient of variation (CV) | 0.8816673743 |
| Kurtosis | 18.63567774 |
| Mean | 11.72479564 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.969491321 |
| Sum | 4303 |
| Variance | 106.8612141 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39 | 10.6% |
| 11 | 31 | 8.4% |
| 14 | 22 | 6.0% |
| 1 | 22 | 6.0% |
| 10 | 20 | 5.4% |
| 13 | 20 | 5.4% |
| 17 | 19 | 5.2% |
| 15 | 17 | 4.6% |
| 2 | 16 | 4.4% |
| 12 | 16 | 4.4% |
| Other values (30) | 145 |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 22 | |
| 2 | 16 | |
| 3 | 7 | 1.9% |
| 4 | 6 | 1.6% |
| 5 | 7 | 1.9% |
| 6 | 12 | 3.3% |
| 7 | 7 | 1.9% |
| 8 | 15 | 4.1% |
| 9 | 12 | 3.3% |
| Value | Count | Frequency (%) |
| 101 | 1 | |
| 64 | 1 | |
| 61 | 1 | |
| 59 | 1 | |
| 52 | 1 | |
| 42 | 1 | |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 1 | |
| 32 | 2 |
| Distinct | 282 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 563.9344823 |
| Minimum | 1.002 |
|---|---|
| Maximum | 998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 1.002 |
|---|---|
| 5-th percentile | 1.1015 |
| Q1 | 520 |
| median | 663 |
| Q3 | 756.5 |
| 95-th percentile | 895.3 |
| Maximum | 998 |
| Range | 996.998 |
| Interquartile range (IQR) | 236.5 |
Descriptive statistics
| Standard deviation | 294.7931449 |
|---|---|
| Coefficient of variation (CV) | 0.5227436061 |
| Kurtosis | -0.1550914445 |
| Mean | 563.9344823 |
| Median Absolute Deviation (MAD) | 112 |
| Skewness | -1.067336125 |
| Sum | 206963.955 |
| Variance | 86902.99827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.118 | 4 | 1.1% |
| 669 | 4 | 1.1% |
| 782 | 4 | 1.1% |
| 606 | 3 | 0.8% |
| 802 | 3 | 0.8% |
| 1.44 | 3 | 0.8% |
| 519 | 3 | 0.8% |
| 718 | 3 | 0.8% |
| 827 | 3 | 0.8% |
| 561 | 3 | 0.8% |
| Other values (272) | 334 |
| Value | Count | Frequency (%) |
| 1.002 | 1 | |
| 1.013 | 1 | |
| 1.034 | 1 | |
| 1.042 | 1 | |
| 1.043 | 1 | |
| 1.046 | 1 | |
| 1.047 | 1 | |
| 1.051 | 1 | |
| 1.053 | 2 | |
| 1.069 | 1 |
| Value | Count | Frequency (%) |
| 998 | 1 | |
| 988 | 1 | |
| 985 | 1 | |
| 981 | 1 | |
| 978 | 1 | |
| 976 | 1 | |
| 966 | 1 | |
| 962 | 2 | |
| 954 | 1 | |
| 950 | 1 |
| Distinct | 210 |
|---|---|
| Distinct (%) | 57.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 236.4059946 |
| Minimum | 0 |
|---|---|
| Maximum | 472 |
| Zeros | 4 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 98.3 |
| Q1 | 179 |
| median | 226 |
| Q3 | 290 |
| 95-th percentile | 388.7 |
| Maximum | 472 |
| Range | 472 |
| Interquartile range (IQR) | 111 |
Descriptive statistics
| Standard deviation | 86.5313757 |
|---|---|
| Coefficient of variation (CV) | 0.3660286866 |
| Kurtosis | 0.2640237824 |
| Mean | 236.4059946 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | 0.1238876752 |
| Sum | 86761 |
| Variance | 7487.67898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 248 | 5 | 1.4% |
| 198 | 5 | 1.4% |
| 210 | 5 | 1.4% |
| 234 | 5 | 1.4% |
| 222 | 5 | 1.4% |
| 283 | 4 | 1.1% |
| 166 | 4 | 1.1% |
| 290 | 4 | 1.1% |
| 247 | 4 | 1.1% |
| 162 | 4 | 1.1% |
| Other values (200) | 322 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 5 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| 44 | 1 | 0.3% |
| 46 | 1 | 0.3% |
| 65 | 1 | 0.3% |
| 70 | 1 | 0.3% |
| 73 | 1 | 0.3% |
| 75 | 1 | 0.3% |
| 80 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 472 | 1 | |
| 471 | 1 | |
| 451 | 1 | |
| 439 | 1 | |
| 436 | 1 | |
| 430 | 1 | |
| 429 | 1 | |
| 427 | 1 | |
| 425 | 1 | |
| 421 | 1 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.16348774 |
| Minimum | 0 |
|---|---|
| Maximum | 101 |
| Zeros | 47 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 24 |
| Q3 | 41.5 |
| 95-th percentile | 60 |
| Maximum | 101 |
| Range | 101 |
| Interquartile range (IQR) | 33.5 |
Descriptive statistics
| Standard deviation | 20.31945626 |
|---|---|
| Coefficient of variation (CV) | 0.776634081 |
| Kurtosis | -0.2434308097 |
| Mean | 26.16348774 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.5624096011 |
| Sum | 9602 |
| Variance | 412.8803026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47 | 12.8% |
| 8 | 16 | 4.4% |
| 10 | 11 | 3.0% |
| 28 | 10 | 2.7% |
| 52 | 8 | 2.2% |
| 3 | 8 | 2.2% |
| 9 | 8 | 2.2% |
| 25 | 8 | 2.2% |
| 15 | 8 | 2.2% |
| 36 | 7 | 1.9% |
| Other values (64) | 236 |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 2 | 3 | 0.8% |
| 3 | 8 | 2.2% |
| 4 | 6 | 1.6% |
| 5 | 5 | 1.4% |
| 6 | 5 | 1.4% |
| 7 | 6 | 1.6% |
| 8 | 16 | 4.4% |
| 9 | 8 | 2.2% |
| 10 | 11 | 3.0% |
| Value | Count | Frequency (%) |
| 101 | 1 | |
| 87 | 1 | |
| 86 | 1 | |
| 79 | 1 | |
| 78 | 1 | |
| 75 | 1 | |
| 73 | 1 | |
| 72 | 1 | |
| 67 | 1 | |
| 66 | 1 |
Minutes Very Active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 103 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.72207084 |
| Minimum | 0 |
|---|---|
| Maximum | 153 |
| Zeros | 49 |
| Zeros (%) | 13.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.5 |
| median | 29 |
| Q3 | 54 |
| 95-th percentile | 95.7 |
| Maximum | 153 |
| Range | 153 |
| Interquartile range (IQR) | 43.5 |
Descriptive statistics
| Standard deviation | 31.00668231 |
|---|---|
| Coefficient of variation (CV) | 0.8679978952 |
| Kurtosis | 0.7718863627 |
| Mean | 35.72207084 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.9756336784 |
| Sum | 13110 |
| Variance | 961.4143476 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49 | 13.4% |
| 29 | 10 | 2.7% |
| 51 | 8 | 2.2% |
| 24 | 8 | 2.2% |
| 13 | 7 | 1.9% |
| 30 | 7 | 1.9% |
| 20 | 7 | 1.9% |
| 4 | 7 | 1.9% |
| 54 | 7 | 1.9% |
| 8 | 6 | 1.6% |
| Other values (93) | 251 |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 6 | 1.6% |
| 2 | 5 | 1.4% |
| 3 | 4 | 1.1% |
| 4 | 7 | 1.9% |
| 5 | 3 | 0.8% |
| 6 | 3 | 0.8% |
| 7 | 2 | 0.5% |
| 8 | 6 | 1.6% |
| 9 | 2 | 0.5% |
| Value | Count | Frequency (%) |
| 153 | 1 | |
| 140 | 1 | |
| 132 | 1 | |
| 130 | 1 | |
| 129 | 1 | |
| 128 | 1 | |
| 124 | 1 | |
| 123 | 1 | |
| 118 | 1 | |
| 110 | 1 |
| Distinct | 325 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2044.147139 |
| Minimum | 0 |
|---|---|
| Maximum | 9830 |
| Zeros | 4 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 139.9 |
| Q1 | 1218.5 |
| median | 1553 |
| Q3 | 1927.5 |
| 95-th percentile | 7871 |
| Maximum | 9830 |
| Range | 9830 |
| Interquartile range (IQR) | 709 |
Descriptive statistics
| Standard deviation | 2041.267168 |
|---|---|
| Coefficient of variation (CV) | 0.9985911136 |
| Kurtosis | 5.392666339 |
| Mean | 2044.147139 |
| Median Absolute Deviation (MAD) | 347 |
| Skewness | 2.446438269 |
| Sum | 750202 |
| Variance | 4166771.65 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4 | 1.1% |
| 153 | 4 | 1.1% |
| 1766 | 3 | 0.8% |
| 1419 | 3 | 0.8% |
| 1564 | 2 | 0.5% |
| 1544 | 2 | 0.5% |
| 1092 | 2 | 0.5% |
| 1438 | 2 | 0.5% |
| 1947 | 2 | 0.5% |
| 2155 | 2 | 0.5% |
| Other values (315) | 341 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 14 | 1 | 0.3% |
| 16 | 2 | |
| 22 | 1 | 0.3% |
| 27 | 1 | 0.3% |
| 102 | 1 | 0.3% |
| 103 | 1 | 0.3% |
| 105 | 1 | 0.3% |
| 111 | 1 | 0.3% |
| 114 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 9830 | 1 | |
| 9620 | 2 | |
| 9580 | 1 | |
| 9560 | 1 | |
| 9390 | 1 | |
| 9140 | 1 | |
| 8900 | 1 | |
| 8820 | 1 | |
| 8810 | 1 | |
| 8780 | 1 |
MinutesOfSleep
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 206 |
|---|---|
| Distinct (%) | 56.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 290.479564 |
| Minimum | 0 |
|---|---|
| Maximum | 553 |
| Zeros | 57 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 224 |
| median | 337 |
| Q3 | 400.5 |
| 95-th percentile | 470.8 |
| Maximum | 553 |
| Range | 553 |
| Interquartile range (IQR) | 176.5 |
Descriptive statistics
| Standard deviation | 154.7523281 |
|---|---|
| Coefficient of variation (CV) | 0.5327477291 |
| Kurtosis | -0.4928343775 |
| Mean | 290.479564 |
| Median Absolute Deviation (MAD) | 74 |
| Skewness | -0.7998062555 |
| Sum | 106606 |
| Variance | 23948.28305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57 | 15.5% |
| 388 | 5 | 1.4% |
| 347 | 5 | 1.4% |
| 368 | 5 | 1.4% |
| 407 | 4 | 1.1% |
| 379 | 4 | 1.1% |
| 383 | 4 | 1.1% |
| 316 | 3 | 0.8% |
| 376 | 3 | 0.8% |
| 464 | 3 | 0.8% |
| Other values (196) | 274 |
| Value | Count | Frequency (%) |
| 0 | 57 | |
| 52 | 1 | 0.3% |
| 54 | 1 | 0.3% |
| 64 | 1 | 0.3% |
| 69 | 1 | 0.3% |
| 76 | 1 | 0.3% |
| 77 | 1 | 0.3% |
| 78 | 2 | 0.5% |
| 80 | 1 | 0.3% |
| 92 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 553 | 1 | |
| 551 | 1 | |
| 550 | 1 | |
| 544 | 1 | |
| 541 | 1 | |
| 529 | 1 | |
| 526 | 1 | |
| 525 | 1 | |
| 524 | 1 | |
| 518 | 1 |
MinutesOfBeingAwake
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 68 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.00817439 |
| Minimum | 0 |
|---|---|
| Maximum | 78 |
| Zeros | 58 |
| Zeros (%) | 15.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14 |
| median | 29 |
| Q3 | 41.5 |
| 95-th percentile | 57 |
| Maximum | 78 |
| Range | 78 |
| Interquartile range (IQR) | 27.5 |
Descriptive statistics
| Standard deviation | 18.54141543 |
|---|---|
| Coefficient of variation (CV) | 0.6620001422 |
| Kurtosis | -0.7746498319 |
| Mean | 28.00817439 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.04849172214 |
| Sum | 10279 |
| Variance | 343.784086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58 | 15.8% |
| 31 | 14 | 3.8% |
| 35 | 13 | 3.5% |
| 39 | 12 | 3.3% |
| 29 | 11 | 3.0% |
| 41 | 10 | 2.7% |
| 46 | 10 | 2.7% |
| 33 | 9 | 2.5% |
| 26 | 8 | 2.2% |
| 22 | 8 | 2.2% |
| Other values (58) | 214 |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 2 | 2 | 0.5% |
| 3 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 5 | 2 | 0.5% |
| 6 | 3 | 0.8% |
| 7 | 3 | 0.8% |
| 8 | 4 | 1.1% |
| 9 | 3 | 0.8% |
| 10 | 4 | 1.1% |
| Value | Count | Frequency (%) |
| 78 | 1 | 0.3% |
| 75 | 1 | 0.3% |
| 72 | 1 | 0.3% |
| 67 | 1 | 0.3% |
| 66 | 2 | |
| 65 | 3 | |
| 63 | 1 | 0.3% |
| 62 | 2 | |
| 61 | 2 | |
| 60 | 1 | 0.3% |
NumberOfAwakings
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 42 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.19618529 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 58 |
| Zeros (%) | 15.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 16 |
| Q3 | 24 |
| 95-th percentile | 33 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 10.75762211 |
|---|---|
| Coefficient of variation (CV) | 0.6642071526 |
| Kurtosis | -0.881591272 |
| Mean | 16.19618529 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.03982305538 |
| Sum | 5944 |
| Variance | 115.7264335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58 | 15.8% |
| 14 | 15 | 4.1% |
| 21 | 15 | 4.1% |
| 15 | 14 | 3.8% |
| 16 | 14 | 3.8% |
| 17 | 13 | 3.5% |
| 27 | 13 | 3.5% |
| 23 | 13 | 3.5% |
| 26 | 12 | 3.3% |
| 22 | 12 | 3.3% |
| Other values (32) | 188 |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 1 | 1 | 0.3% |
| 2 | 2 | 0.5% |
| 3 | 3 | 0.8% |
| 4 | 3 | 0.8% |
| 5 | 8 | 2.2% |
| 6 | 7 | 1.9% |
| 7 | 11 | 3.0% |
| 8 | 7 | 1.9% |
| 9 | 7 | 1.9% |
| Value | Count | Frequency (%) |
| 45 | 1 | 0.3% |
| 44 | 1 | 0.3% |
| 39 | 1 | 0.3% |
| 38 | 2 | 0.5% |
| 37 | 2 | 0.5% |
| 36 | 1 | 0.3% |
| 35 | 3 | 0.8% |
| 34 | 4 | |
| 33 | 8 | |
| 32 | 3 | 0.8% |
LengthOfRestInMinutes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 206 |
|---|---|
| Distinct (%) | 56.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 321.3433243 |
| Minimum | 0 |
|---|---|
| Maximum | 607 |
| Zeros | 57 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 248 |
| median | 370 |
| Q3 | 440.5 |
| 95-th percentile | 520.4 |
| Maximum | 607 |
| Range | 607 |
| Interquartile range (IQR) | 192.5 |
Descriptive statistics
| Standard deviation | 170.7867262 |
|---|---|
| Coefficient of variation (CV) | 0.5314774365 |
| Kurtosis | -0.5035484727 |
| Mean | 321.3433243 |
| Median Absolute Deviation (MAD) | 84 |
| Skewness | -0.8197264879 |
| Sum | 117933 |
| Variance | 29168.10585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57 | 15.5% |
| 436 | 7 | 1.9% |
| 427 | 5 | 1.4% |
| 430 | 5 | 1.4% |
| 420 | 5 | 1.4% |
| 348 | 5 | 1.4% |
| 414 | 4 | 1.1% |
| 468 | 4 | 1.1% |
| 438 | 3 | 0.8% |
| 431 | 3 | 0.8% |
| Other values (196) | 269 |
| Value | Count | Frequency (%) |
| 0 | 57 | |
| 69 | 2 | 0.5% |
| 71 | 1 | 0.3% |
| 77 | 1 | 0.3% |
| 81 | 1 | 0.3% |
| 85 | 1 | 0.3% |
| 87 | 1 | 0.3% |
| 92 | 2 | 0.5% |
| 99 | 1 | 0.3% |
| 106 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 607 | 1 | |
| 603 | 1 | |
| 594 | 1 | |
| 593 | 1 | |
| 592 | 1 | |
| 583 | 1 | |
| 572 | 1 | |
| 563 | 1 | |
| 556 | 2 | |
| 553 | 1 |
Distance_miles
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 318 |
|---|---|
| Distinct (%) | 86.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.312180255 |
| Minimum | 0 |
|---|---|
| Maximum | 12.70703695 |
| Zeros | 3 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.376122704 |
| Q1 | 3.824538505 |
| median | 5.15116559 |
| Q3 | 6.56167776 |
| 95-th percentile | 9.132910958 |
| Maximum | 12.70703695 |
| Range | 12.70703695 |
| Interquartile range (IQR) | 2.737139255 |
Descriptive statistics
| Standard deviation | 2.118800956 |
|---|---|
| Coefficient of variation (CV) | 0.3988571273 |
| Kurtosis | 0.5017130549 |
| Mean | 5.312180255 |
| Median Absolute Deviation (MAD) | 1.36080249 |
| Skewness | 0.4250195875 |
| Sum | 1949.570154 |
| Variance | 4.489317492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.62921395 | 4 | 1.1% |
| 5.38107286 | 4 | 1.1% |
| 0 | 3 | 0.8% |
| 5.73525433 | 3 | 0.8% |
| 3.81521794 | 2 | 0.5% |
| 1.78333477 | 2 | 0.5% |
| 4.06376634 | 2 | 0.5% |
| 5.53641561 | 2 | 0.5% |
| 5.50534706 | 2 | 0.5% |
| 4.34338329 | 2 | 0.5% |
| Other values (308) | 341 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.01864113 | 1 | 0.3% |
| 0.40389115 | 1 | 0.3% |
| 0.8699194 | 1 | 0.3% |
| 1.01283473 | 1 | 0.3% |
| 1.16196377 | 1 | 0.3% |
| 1.43536701 | 1 | 0.3% |
| 1.51614524 | 1 | 0.3% |
| 1.73362509 | 1 | 0.3% |
| 1.78333477 | 2 |
| Value | Count | Frequency (%) |
| 12.70703695 | 1 | |
| 12.20994015 | 1 | |
| 11.9924603 | 1 | |
| 11.08525864 | 1 | |
| 10.76214572 | 1 | |
| 10.37068199 | 1 | |
| 10.26504892 | 1 | |
| 10.1904844 | 1 | |
| 9.92950858 | 1 | |
| 9.63746421 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Friday | |
|---|---|
| Saturday | |
| Thursday | |
| Tuesday | |
| Wednesday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.138964578 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2620 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Friday |
|---|---|
| 2nd row | Saturday |
| 3rd row | Sunday |
| 4th row | Monday |
| 5th row | Tuesday |
Common Values
| Value | Count | Frequency (%) |
| Friday | 54 | |
| Saturday | 53 | |
| Thursday | 52 | |
| Tuesday | 52 | |
| Wednesday | 52 | |
| Sunday | 52 | |
| Monday | 52 |
Length
Pie chart
| Value | Count | Frequency (%) |
| friday | 54 | |
| saturday | 53 | |
| sunday | 52 | |
| wednesday | 52 | |
| monday | 52 | |
| tuesday | 52 | |
| thursday | 52 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 420 | |
| d | 419 | |
| y | 367 | |
| u | 209 | |
| r | 159 | 6.1% |
| n | 156 | 6.0% |
| e | 156 | 6.0% |
| s | 156 | 6.0% |
| S | 105 | 4.0% |
| T | 104 | 4.0% |
| Other values (7) | 369 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2253 | |
| Uppercase Letter | 367 | 14.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 420 | |
| d | 419 | |
| y | 367 | |
| u | 209 | |
| r | 159 | 7.1% |
| n | 156 | 6.9% |
| e | 156 | 6.9% |
| s | 156 | 6.9% |
| i | 54 | 2.4% |
| t | 53 | 2.4% |
| Other values (2) | 104 | 4.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 105 | |
| T | 104 | |
| F | 54 | |
| M | 52 | |
| W | 52 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2620 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 420 | |
| d | 419 | |
| y | 367 | |
| u | 209 | |
| r | 159 | 6.1% |
| n | 156 | 6.0% |
| e | 156 | 6.0% |
| s | 156 | 6.0% |
| S | 105 | 4.0% |
| T | 104 | 4.0% |
| Other values (7) | 369 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 420 | |
| d | 419 | |
| y | 367 | |
| u | 209 | |
| r | 159 | 6.1% |
| n | 156 | 6.0% |
| e | 156 | 6.0% |
| s | 156 | 6.0% |
| S | 105 | 4.0% |
| T | 104 | 4.0% |
| Other values (7) | 369 |
Days_encoded
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.010899183 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 52 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.998603613 |
|---|---|
| Coefficient of variation (CV) | 0.6637896163 |
| Kurtosis | -1.247355133 |
| Mean | 3.010899183 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.01300878745 |
| Sum | 1105 |
| Variance | 3.994416402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 54 | |
| 5 | 53 | |
| 0 | 52 | |
| 2 | 52 | |
| 3 | 52 | |
| 1 | 52 | |
| 6 | 52 |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 52 | |
| 2 | 52 | |
| 3 | 52 | |
| 4 | 54 | |
| 5 | 53 | |
| 6 | 52 |
| Value | Count | Frequency (%) |
| 6 | 52 | |
| 5 | 53 | |
| 4 | 54 | |
| 3 | 52 | |
| 2 | 52 | |
| 1 | 52 | |
| 0 | 52 |
Work_or_Weekend
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 367 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 262 | |
| 0 | 105 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 262 | |
| 0 | 105 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 262 | |
| 0 | 105 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 367 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 262 | |
| 0 | 105 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 367 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 262 | |
| 0 | 105 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 367 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 262 | |
| 0 | 105 |
Hours Sleep
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 206 |
|---|---|
| Distinct (%) | 56.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.841326067 |
| Minimum | 0 |
|---|---|
| Maximum | 9.216666667 |
| Zeros | 57 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.733333333 |
| median | 5.616666667 |
| Q3 | 6.675 |
| 95-th percentile | 7.846666667 |
| Maximum | 9.216666667 |
| Range | 9.216666667 |
| Interquartile range (IQR) | 2.941666667 |
Descriptive statistics
| Standard deviation | 2.579205468 |
|---|---|
| Coefficient of variation (CV) | 0.5327477291 |
| Kurtosis | -0.4928343775 |
| Mean | 4.841326067 |
| Median Absolute Deviation (MAD) | 1.233333333 |
| Skewness | -0.7998062555 |
| Sum | 1776.766667 |
| Variance | 6.652300848 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57 | 15.5% |
| 6.466666667 | 5 | 1.4% |
| 6.133333333 | 5 | 1.4% |
| 5.783333333 | 5 | 1.4% |
| 6.316666667 | 4 | 1.1% |
| 6.383333333 | 4 | 1.1% |
| 6.783333333 | 4 | 1.1% |
| 6.6 | 3 | 0.8% |
| 6.266666667 | 3 | 0.8% |
| 4.483333333 | 3 | 0.8% |
| Other values (196) | 274 |
| Value | Count | Frequency (%) |
| 0 | 57 | |
| 0.8666666667 | 1 | 0.3% |
| 0.9 | 1 | 0.3% |
| 1.066666667 | 1 | 0.3% |
| 1.15 | 1 | 0.3% |
| 1.266666667 | 1 | 0.3% |
| 1.283333333 | 1 | 0.3% |
| 1.3 | 2 | 0.5% |
| 1.333333333 | 1 | 0.3% |
| 1.533333333 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 9.216666667 | 1 | |
| 9.183333333 | 1 | |
| 9.166666667 | 1 | |
| 9.066666667 | 1 | |
| 9.016666667 | 1 | |
| 8.816666667 | 1 | |
| 8.766666667 | 1 | |
| 8.75 | 1 | |
| 8.733333333 | 1 | |
| 8.633333333 | 1 |
| Distinct | 293 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.362799 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 57 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 86.23853211 |
| median | 89.43396226 |
| Q3 | 92.43841867 |
| 95-th percentile | 95.50212076 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 6.199886556 |
Descriptive statistics
| Standard deviation | 32.97319424 |
|---|---|
| Coefficient of variation (CV) | 0.4317965641 |
| Kurtosis | 1.568451847 |
| Mean | 76.362799 |
| Median Absolute Deviation (MAD) | 3.09516445 |
| Skewness | -1.866907636 |
| Sum | 28025.14723 |
| Variance | 1087.231538 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57 | 15.5% |
| 88.88888889 | 3 | 0.8% |
| 88.57142857 | 2 | 0.5% |
| 86.06060606 | 2 | 0.5% |
| 88.65248227 | 2 | 0.5% |
| 84.55284553 | 2 | 0.5% |
| 88.29516539 | 2 | 0.5% |
| 87.39316239 | 2 | 0.5% |
| 94.44444444 | 2 | 0.5% |
| 88.84297521 | 2 | 0.5% |
| Other values (283) | 291 |
| Value | Count | Frequency (%) |
| 0 | 57 | |
| 62.06896552 | 1 | 0.3% |
| 75.36231884 | 1 | 0.3% |
| 82.60869565 | 1 | 0.3% |
| 82.89205703 | 1 | 0.3% |
| 82.96296296 | 1 | 0.3% |
| 83.33333333 | 1 | 0.3% |
| 83.47826087 | 1 | 0.3% |
| 83.76068376 | 1 | 0.3% |
| 83.86363636 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 97.18309859 | 1 | |
| 97.10144928 | 1 | |
| 97.01834862 | 1 | |
| 96.72619048 | 1 | |
| 96.57142857 | 1 | |
| 96.51741294 | 1 | |
| 96.2962963 | 1 | |
| 96.26168224 | 1 | |
| 96.24664879 | 1 |
| Distinct | 205 |
|---|---|
| Distinct (%) | 55.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.81852861 |
| Minimum | 0 |
|---|---|
| Maximum | 9.216666667 |
| Zeros | 58 |
| Zeros (%) | 15.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.725 |
| median | 5.6 |
| Q3 | 6.65 |
| 95-th percentile | 7.785 |
| Maximum | 9.216666667 |
| Range | 9.216666667 |
| Interquartile range (IQR) | 2.925 |
Descriptive statistics
| Standard deviation | 2.58492994 |
|---|---|
| Coefficient of variation (CV) | 0.5364562814 |
| Kurtosis | -0.5193761113 |
| Mean | 4.81852861 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | -0.7929176451 |
| Sum | 1768.4 |
| Variance | 6.681862796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58 | 15.8% |
| 6.466666667 | 5 | 1.4% |
| 5.783333333 | 5 | 1.4% |
| 6.133333333 | 5 | 1.4% |
| 6.316666667 | 4 | 1.1% |
| 6.783333333 | 4 | 1.1% |
| 6.383333333 | 4 | 1.1% |
| 7.166666667 | 3 | 0.8% |
| 4.483333333 | 3 | 0.8% |
| 5.433333333 | 3 | 0.8% |
| Other values (195) | 273 |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 0.8666666667 | 1 | 0.3% |
| 0.9 | 1 | 0.3% |
| 1.066666667 | 1 | 0.3% |
| 1.15 | 1 | 0.3% |
| 1.266666667 | 1 | 0.3% |
| 1.283333333 | 1 | 0.3% |
| 1.3 | 2 | 0.5% |
| 1.333333333 | 1 | 0.3% |
| 1.533333333 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 9.216666667 | 1 | |
| 9.183333333 | 1 | |
| 9.166666667 | 1 | |
| 9.066666667 | 1 | |
| 9.016666667 | 1 | |
| 8.816666667 | 1 | |
| 8.766666667 | 1 | |
| 8.75 | 1 | |
| 8.733333333 | 1 | |
| 8.633333333 | 1 |
| Distinct | 292 |
|---|---|
| Distinct (%) | 79.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.11984209 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 58 |
| Zeros (%) | 15.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 86.23367283 |
| median | 89.43396226 |
| Q3 | 92.43841867 |
| 95-th percentile | 95.50212076 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 6.204745832 |
Descriptive statistics
| Standard deviation | 33.20627926 |
|---|---|
| Coefficient of variation (CV) | 0.4362368386 |
| Kurtosis | 1.463703709 |
| Mean | 76.11984209 |
| Median Absolute Deviation (MAD) | 3.103351169 |
| Skewness | -1.839366776 |
| Sum | 27935.98205 |
| Variance | 1102.656983 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58 | 15.8% |
| 88.88888889 | 3 | 0.8% |
| 93.4939759 | 2 | 0.5% |
| 86.06060606 | 2 | 0.5% |
| 88.65248227 | 2 | 0.5% |
| 88.29516539 | 2 | 0.5% |
| 84.55284553 | 2 | 0.5% |
| 87.39316239 | 2 | 0.5% |
| 88.84297521 | 2 | 0.5% |
| 94.73684211 | 2 | 0.5% |
| Other values (282) | 290 |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 62.06896552 | 1 | 0.3% |
| 75.36231884 | 1 | 0.3% |
| 82.60869565 | 1 | 0.3% |
| 82.89205703 | 1 | 0.3% |
| 82.96296296 | 1 | 0.3% |
| 83.33333333 | 1 | 0.3% |
| 83.47826087 | 1 | 0.3% |
| 83.76068376 | 1 | 0.3% |
| 83.86363636 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 97.18309859 | 1 | |
| 97.10144928 | 1 | |
| 97.01834862 | 1 | |
| 96.72619048 | 1 | |
| 96.57142857 | 1 | |
| 96.51741294 | 1 | |
| 96.2962963 | 1 | |
| 96.26168224 | 1 | |
| 96.24664879 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| July | |
|---|---|
| May | |
| March | |
| January | |
| October | |
| Other values (7) |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.158038147 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2260 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | May |
|---|---|
| 2nd row | May |
| 3rd row | May |
| 4th row | May |
| 5th row | May |
Common Values
| Value | Count | Frequency (%) |
| July | 31 | |
| May | 31 | |
| March | 31 | |
| January | 31 | |
| October | 31 | |
| August | 31 | |
| December | 31 | |
| September | 30 | |
| April | 30 | |
| November | 30 | |
| Other values (2) | 60 |
Length
| Value | Count | Frequency (%) |
| march | 31 | |
| july | 31 | |
| may | 31 | |
| october | 31 | |
| december | 31 | |
| january | 31 | |
| august | 31 | |
| february | 30 | |
| april | 30 | |
| november | 30 | |
| Other values (2) | 60 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 334 | |
| r | 274 | |
| u | 184 | 8.1% |
| a | 154 | 6.8% |
| b | 152 | 6.7% |
| y | 123 | 5.4% |
| c | 93 | 4.1% |
| J | 92 | 4.1% |
| t | 92 | 4.1% |
| m | 91 | 4.0% |
| Other values (16) | 671 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1893 | |
| Uppercase Letter | 367 | 16.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 334 | |
| r | 274 | |
| u | 184 | |
| a | 154 | |
| b | 152 | |
| y | 123 | 6.5% |
| c | 93 | 4.9% |
| t | 92 | 4.9% |
| m | 91 | 4.8% |
| n | 61 | 3.2% |
| Other values (8) | 335 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 92 | |
| M | 62 | |
| A | 61 | |
| O | 31 | 8.4% |
| D | 31 | 8.4% |
| S | 30 | 8.2% |
| N | 30 | 8.2% |
| F | 30 | 8.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2260 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 334 | |
| r | 274 | |
| u | 184 | 8.1% |
| a | 154 | 6.8% |
| b | 152 | 6.7% |
| y | 123 | 5.4% |
| c | 93 | 4.1% |
| J | 92 | 4.1% |
| t | 92 | 4.1% |
| m | 91 | 4.0% |
| Other values (16) | 671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2260 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 334 | |
| r | 274 | |
| u | 184 | 8.1% |
| a | 154 | 6.8% |
| b | 152 | 6.7% |
| y | 123 | 5.4% |
| c | 93 | 4.1% |
| J | 92 | 4.1% |
| t | 92 | 4.1% |
| m | 91 | 4.0% |
| Other values (16) | 671 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.501362398 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3.5 |
| median | 7 |
| Q3 | 9.5 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.459267002 |
|---|---|
| Coefficient of variation (CV) | 0.5320833989 |
| Kurtosis | -1.215084661 |
| Mean | 6.501362398 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.001179698595 |
| Sum | 2386 |
| Variance | 11.96652819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 31 | |
| 3 | 31 | |
| 5 | 31 | |
| 7 | 31 | |
| 8 | 31 | |
| 10 | 31 | |
| 12 | 31 | |
| 2 | 30 | |
| 4 | 30 | |
| 6 | 30 | |
| Other values (2) | 60 |
| Value | Count | Frequency (%) |
| 1 | 31 | |
| 2 | 30 | |
| 3 | 31 | |
| 4 | 30 | |
| 5 | 31 | |
| 6 | 30 | |
| 7 | 31 | |
| 8 | 31 | |
| 9 | 30 | |
| 10 | 31 |
| Value | Count | Frequency (%) |
| 12 | 31 | |
| 11 | 30 | |
| 10 | 31 | |
| 9 | 30 | |
| 8 | 31 | |
| 7 | 31 | |
| 6 | 30 | |
| 5 | 31 | |
| 4 | 30 | |
| 3 | 31 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Date | Calorie burned | Steps | Distance | Floors | Minutes Sedentary | Minutes Lightly Active | Minutes Fairly Active | Minutes Very Active | Activity Calories | MinutesOfSleep | MinutesOfBeingAwake | NumberOfAwakings | LengthOfRestInMinutes | Distance_miles | Days | Days_encoded | Work_or_Weekend | Hours Sleep | Sleep efficiency | Yesterday_sleep | Yesterday_sleep_efficiency | Months | Months_encoded | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2015-05-08 | 1934 | 905 | 0.65 | 0 | 1.355 | 46 | 0 | 0 | 1680 | 384 | 26 | 23 | 417 | 0.403891 | Friday | 4.0 | 1 | 6.400000 | 92.086331 | 0.000000 | 0.000000 | May | 5 |
| 1 | 2015-05-09 | 3631 | 18925 | 14.11 | 4 | 611.000 | 316 | 61 | 60 | 2248 | 454 | 35 | 21 | 491 | 8.767545 | Saturday | 5.0 | 0 | 7.566667 | 92.464358 | 6.400000 | 92.086331 | May | 5 |
| 2 | 2015-05-10 | 3204 | 14228 | 10.57 | 1 | 602.000 | 226 | 14 | 77 | 1719 | 387 | 46 | 25 | 436 | 6.567891 | Sunday | 6.0 | 0 | 6.450000 | 88.761468 | 7.566667 | 92.464358 | May | 5 |
| 3 | 2015-05-11 | 2673 | 6756 | 5.02 | 8 | 749.000 | 190 | 23 | 4 | 9620 | 311 | 31 | 21 | 350 | 3.119282 | Monday | 0.0 | 1 | 5.183333 | 88.857143 | 6.450000 | 88.761468 | May | 5 |
| 4 | 2015-05-12 | 2495 | 502 | 3.73 | 1 | 876.000 | 171 | 0 | 0 | 7360 | 407 | 65 | 44 | 491 | 2.317714 | Tuesday | 1.0 | 1 | 6.783333 | 82.892057 | 5.183333 | 88.857143 | May | 5 |
| 5 | 2015-05-13 | 276 | 779 | 5.79 | 15 | 726.000 | 172 | 34 | 18 | 1094 | 405 | 47 | 31 | 457 | 3.597738 | Wednesday | 2.0 | 1 | 6.750000 | 88.621444 | 6.783333 | 82.892057 | May | 5 |
| 6 | 2015-05-14 | 2687 | 5614 | 4.17 | 2 | 782.000 | 216 | 13 | 1 | 9830 | 381 | 28 | 12 | 415 | 2.591117 | Thursday | 3.0 | 1 | 6.350000 | 91.807229 | 6.750000 | 88.621444 | May | 5 |
| 7 | 2015-05-15 | 2793 | 8169 | 6.07 | 14 | 801.000 | 218 | 8 | 7 | 1092 | 269 | 34 | 16 | 306 | 3.771722 | Friday | 4.0 | 1 | 4.483333 | 87.908497 | 6.350000 | 91.807229 | May | 5 |
| 8 | 2015-05-16 | 4061 | 19971 | 14.84 | 18 | 532.000 | 247 | 101 | 118 | 27 | 452 | 26 | 18 | 507 | 9.221146 | Saturday | 5.0 | 0 | 7.533333 | 89.151874 | 4.483333 | 87.908497 | May | 5 |
| 9 | 2015-05-17 | 3349 | 852 | 6.33 | 12 | 606.000 | 186 | 46 | 73 | 1766 | 269 | 17 | 11 | 291 | 3.933278 | Sunday | 6.0 | 0 | 4.483333 | 92.439863 | 7.533333 | 89.151874 | May | 5 |
Last rows
| Date | Calorie burned | Steps | Distance | Floors | Minutes Sedentary | Minutes Lightly Active | Minutes Fairly Active | Minutes Very Active | Activity Calories | MinutesOfSleep | MinutesOfBeingAwake | NumberOfAwakings | LengthOfRestInMinutes | Distance_miles | Days | Days_encoded | Work_or_Weekend | Hours Sleep | Sleep efficiency | Yesterday_sleep | Yesterday_sleep_efficiency | Months | Months_encoded | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 357 | 2016-04-28 | 403 | 25571 | 19.30 | 15 | 606.0 | 293 | 42 | 129 | 2711 | 374 | 56 | 34 | 430 | 11.992460 | Thursday | 3.0 | 1 | 6.233333 | 86.976744 | 6.016667 | 88.048780 | April | 4 |
| 358 | 2016-04-29 | 3442 | 17528 | 13.36 | 15 | 594.0 | 239 | 8 | 82 | 1931 | 348 | 20 | 9 | 368 | 8.301517 | Friday | 4.0 | 1 | 5.800000 | 94.565217 | 6.233333 | 86.976744 | April | 4 |
| 359 | 2016-04-30 | 3061 | 9831 | 7.30 | 1 | 561.0 | 414 | 0 | 0 | 1651 | 454 | 48 | 27 | 502 | 4.536008 | Saturday | 5.0 | 0 | 7.566667 | 90.438247 | 5.800000 | 94.565217 | April | 4 |
| 360 | 2016-05-01 | 3331 | 14262 | 10.60 | 5 | 666.0 | 361 | 21 | 41 | 1937 | 347 | 41 | 20 | 388 | 6.586533 | Sunday | 6.0 | 0 | 5.783333 | 89.432990 | 7.566667 | 90.438247 | May | 5 |
| 361 | 2016-05-02 | 2989 | 13236 | 9.98 | 12 | 770.0 | 234 | 8 | 38 | 1477 | 314 | 34 | 23 | 348 | 6.201283 | Monday | 0.0 | 1 | 5.233333 | 90.229885 | 5.783333 | 89.432990 | May | 5 |
| 362 | 2016-05-03 | 3796 | 18588 | 14.13 | 16 | 599.0 | 275 | 49 | 79 | 236 | 377 | 33 | 18 | 410 | 8.779972 | Tuesday | 1.0 | 1 | 6.283333 | 91.951220 | 5.233333 | 90.229885 | May | 5 |
| 363 | 2016-05-04 | 3525 | 16382 | 12.39 | 16 | 684.0 | 333 | 10 | 55 | 2075 | 406 | 21 | 8 | 427 | 7.698787 | Wednesday | 2.0 | 1 | 6.766667 | 95.081967 | 6.283333 | 91.951220 | May | 5 |
| 364 | 2016-05-05 | 3649 | 21913 | 16.40 | 19 | 701.0 | 287 | 29 | 90 | 2249 | 280 | 35 | 15 | 315 | 10.190484 | Thursday | 3.0 | 1 | 4.666667 | 88.888889 | 6.766667 | 95.081967 | May | 5 |
| 365 | 2016-05-06 | 3539 | 19023 | 14.79 | 15 | 575.0 | 298 | 8 | 85 | 2112 | 370 | 42 | 22 | 412 | 9.190077 | Friday | 4.0 | 1 | 6.166667 | 89.805825 | 4.666667 | 88.888889 | May | 5 |
| 366 | 2016-05-07 | 304 | 9526 | 7.08 | 2 | 564.0 | 370 | 13 | 10 | 1604 | 502 | 57 | 31 | 563 | 4.399307 | Saturday | 5.0 | 0 | 8.366667 | 89.165187 | 6.166667 | 89.805825 | May | 5 |